rust_bert::models::prophetnet

Struct ProphetNetConfig

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pub struct ProphetNetConfig {
Show 32 fields
    pub activation_function: Activation,
    pub activation_dropout: f64,
    pub attention_dropout: f64,
    pub decoder_ffn_dim: i64,
    pub decoder_start_token_id: Option<i64>,
    pub disable_ngram_loss: bool,
    pub dropout: f64,
    pub encoder_ffn_dim: i64,
    pub eps: f64,
    pub hidden_size: i64,
    pub init_std: f64,
    pub is_encoder_decoder: bool,
    pub max_position_embeddings: i64,
    pub bos_token_id: i64,
    pub eos_token_id: i64,
    pub forced_bos_token_id: Option<i64>,
    pub forced_eos_token_id: Option<i64>,
    pub ngram: i64,
    pub id2label: Option<HashMap<i64, String>>,
    pub label2id: Option<HashMap<String, i64>>,
    pub num_buckets: i64,
    pub num_decoder_attention_heads: i64,
    pub num_decoder_layers: i64,
    pub num_encoder_attention_heads: i64,
    pub num_encoder_layers: i64,
    pub output_past: Option<bool>,
    pub pad_token_id: i64,
    pub relative_max_distance: i64,
    pub vocab_size: i64,
    pub output_attentions: Option<bool>,
    pub output_hidden_states: Option<bool>,
    pub add_cross_attention: Option<bool>,

}
Expand description

§ProphetNet model configuration

Defines the ProphetNet model architecture (e.g. number of layers, hidden layer size, label mapping…)

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§activation_function: Activation§activation_dropout: f64§attention_dropout: f64§decoder_ffn_dim: i64§decoder_start_token_id: Option<i64>§disable_ngram_loss: bool§dropout: f64§encoder_ffn_dim: i64§eps: f64§hidden_size: i64§init_std: f64§is_encoder_decoder: bool§max_position_embeddings: i64§bos_token_id: i64§eos_token_id: i64§forced_bos_token_id: Option<i64>§forced_eos_token_id: Option<i64>§ngram: i64§id2label: Option<HashMap<i64, String>>§label2id: Option<HashMap<String, i64>>§num_buckets: i64§num_decoder_attention_heads: i64§num_decoder_layers: i64§num_encoder_attention_heads: i64§num_encoder_layers: i64§output_past: Option<bool>§pad_token_id: i64§relative_max_distance: i64§vocab_size: i64§output_attentions: Option<bool>§output_hidden_states: Option<bool>§add_cross_attention: Option<bool>

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impl Clone for ProphetNetConfig

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fn clone(&self) -> ProphetNetConfig

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Config for ProphetNetConfig

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fn from_file<P: AsRef<Path>>(path: P) -> Self

Loads a Config object from a JSON file. The format is expected to be aligned with the Transformers library configuration files for each model. The parsing will fail if non-optional keys expected by the model are missing. Read more
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impl Debug for ProphetNetConfig

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl Default for ProphetNetConfig

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fn default() -> Self

Returns the “default value” for a type. Read more
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impl<'de> Deserialize<'de> for ProphetNetConfig

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fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more
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impl Serialize for ProphetNetConfig

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fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>
where __S: Serializer,

Serialize this value into the given Serde serializer. Read more

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